Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

## Warning in set2(resolve(...)): The object is read-only and cannot be modified. If you have to modify it for
## a legitimate reason, call the method $lock(FALSE) on the object before $set(). Using $lock(FALSE) to modify
## the object will be enforced in future versions of knitr and this warning will become an error.

Boosted Trees Nowcast and Forecast

## Warning in set2(resolve(...)): The object is read-only and cannot be modified. If you have to modify it for
## a legitimate reason, call the method $lock(FALSE) on the object before $set(). Using $lock(FALSE) to modify
## the object will be enforced in future versions of knitr and this warning will become an error.

Maxnet Trees Nowcast and Forecast

## Warning in set2(resolve(...)): The object is read-only and cannot be modified. If you have to modify it for
## a legitimate reason, call the method $lock(FALSE) on the object before $set(). Using $lock(FALSE) to modify
## the object will be enforced in future versions of knitr and this warning will become an error.

GAM Nowcast and Forecast

## Warning in set2(resolve(...)): The object is read-only and cannot be modified. If you have to modify it for
## a legitimate reason, call the method $lock(FALSE) on the object before $set(). Using $lock(FALSE) to modify
## the object will be enforced in future versions of knitr and this warning will become an error.

GLM Nowcast and Forecast

## Warning in set2(resolve(...)): The object is read-only and cannot be modified. If you have to modify it for
## a legitimate reason, call the method $lock(FALSE) on the object before $set(). Using $lock(FALSE) to modify
## the object will be enforced in future versions of knitr and this warning will become an error.

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9871939 0.8962987
bt 0.7955923 0.4775916
maxnet 0.7689570 0.4235037
gam 0.7705678 0.4257947
glm 0.7356726 0.4136240

Variable Importance